Overview
Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 3172 |
| Missing cells | 3858 |
| Missing cells (%) | 5.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 726.9 KiB |
| Average record size in memory | 234.7 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 4 |
| Boolean | 1 |
DataYear has constant value "2016" | Constant |
DefaultData has constant value "False" | Constant |
BuildingType is highly overall correlated with PrimaryPropertyType | High correlation |
ENERGYSTARScore is highly overall correlated with SourceEUI(kBtu/sf) | High correlation |
Electricity(kWh) is highly overall correlated with PropertyGFABuilding(s) and 4 other fields | High correlation |
GHGEmissionsIntensity is highly overall correlated with NaturalGas(therms) and 3 other fields | High correlation |
Latitude is highly overall correlated with Neighborhood | High correlation |
Longitude is highly overall correlated with Neighborhood | High correlation |
NaturalGas(therms) is highly overall correlated with GHGEmissionsIntensity and 3 other fields | High correlation |
Neighborhood is highly overall correlated with Latitude and 1 other fields | High correlation |
PrimaryPropertyType is highly overall correlated with BuildingType | High correlation |
PropertyGFABuilding(s) is highly overall correlated with Electricity(kWh) and 3 other fields | High correlation |
PropertyGFATotal is highly overall correlated with Electricity(kWh) and 3 other fields | High correlation |
SiteEUI(kBtu/sf) is highly overall correlated with GHGEmissionsIntensity and 4 other fields | High correlation |
SiteEnergyUse(kBtu) is highly overall correlated with Electricity(kWh) and 7 other fields | High correlation |
SourceEUI(kBtu/sf) is highly overall correlated with ENERGYSTARScore and 3 other fields | High correlation |
TotalGHGEmissions is highly overall correlated with Electricity(kWh) and 6 other fields | High correlation |
YearsENERGYSTARCertified has 3061 (96.5%) missing values | Missing |
ENERGYSTARScore has 797 (25.1%) missing values | Missing |
OSEBuildingID has unique values | Unique |
SiteEnergyUse(kBtu) has unique values | Unique |
NumberofBuildings has 90 (2.8%) zeros | Zeros |
PropertyGFAParking has 2694 (84.9%) zeros | Zeros |
SteamUse(kBtu) has 3056 (96.3%) zeros | Zeros |
NaturalGas(therms) has 1189 (37.5%) zeros | Zeros |
Reproduction
| Analysis started | 2025-12-14 16:01:04.856730 |
|---|---|
| Analysis finished | 2025-12-14 16:01:56.385186 |
| Duration | 51.53 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
OSEBuildingID
Real number (ℝ)
Unique
| Distinct | 3172 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21573.597 |
| Minimum | 1 |
|---|---|
| Maximum | 50226 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 334.55 |
| Q1 | 20163.75 |
| median | 23212.5 |
| Q3 | 26025.25 |
| 95-th percentile | 49786.45 |
| Maximum | 50226 |
| Range | 50225 |
| Interquartile range (IQR) | 5861.5 |
Descriptive statistics
| Standard deviation | 11999.826 |
|---|---|
| Coefficient of variation (CV) | 0.55622741 |
| Kurtosis | 0.82524736 |
| Mean | 21573.597 |
| Median Absolute Deviation (MAD) | 2947 |
| Skewness | -0.0090784473 |
| Sum | 68431450 |
| Variance | 1.4399583 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| Other values (3162) | 3162 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 5 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 15 | 1 |
| Value | Count | Frequency (%) |
| 50226 | 1 | |
| 50225 | 1 | |
| 50224 | 1 | |
| 50223 | 1 | |
| 50221 | 1 | |
| 50219 | 1 | |
| 50212 | 1 | |
| 50208 | 1 | |
| 50207 | 1 | |
| 50204 | 1 |
DataYear
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 178.6 KiB |
| 2016 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2016 |
|---|---|
| 2nd row | 2016 |
| 3rd row | 2016 |
| 4th row | 2016 |
| 5th row | 2016 |
Common Values
| Value | Count | Frequency (%) |
| 2016 | 3172 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2016 | 3172 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 3172 | |
| 0 | 3172 | |
| 1 | 3172 | |
| 6 | 3172 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12688 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 3172 | |
| 0 | 3172 | |
| 1 | 3172 | |
| 6 | 3172 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12688 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 3172 | |
| 0 | 3172 | |
| 1 | 3172 | |
| 6 | 3172 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12688 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 3172 | |
| 0 | 3172 | |
| 1 | 3172 | |
| 6 | 3172 |
BuildingType
Categorical
High correlation
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 178.6 KiB |
| NonResidential | |
|---|---|
| Multifamily LR (1-4) | |
| Multifamily MR (5-9) | |
| Multifamily HR (10+) | 108 |
| Nonresidential COS | 80 |
| Other values (3) | 30 |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 17.20145 |
| Min length | 6 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | NonResidential |
|---|---|
| 2nd row | NonResidential |
| 3rd row | NonResidential |
| 4th row | NonResidential |
| 5th row | Nonresidential COS |
Common Values
| Value | Count | Frequency (%) |
| NonResidential | 1403 | |
| Multifamily LR (1-4) | 981 | |
| Multifamily MR (5-9) | 570 | |
| Multifamily HR (10+) | 108 | 3.4% |
| Nonresidential COS | 80 | 2.5% |
| Campus | 19 | 0.6% |
| SPS-District K-12 | 10 | 0.3% |
| Nonresidential WA | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| multifamily | 1659 | |
| nonresidential | 1484 | |
| lr | 981 | |
| 1-4 | 981 | |
| mr | 570 | 8.7% |
| 5-9 | 570 | 8.7% |
| hr | 108 | 1.6% |
| 10 | 108 | 1.6% |
| cos | 80 | 1.2% |
| campus | 19 | 0.3% |
| Other values (3) | 21 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 6306 | 11.6% |
| l | 4802 | 8.8% |
| 3409 | 6.2% | |
| t | 3163 | 5.8% |
| a | 3162 | 5.8% |
| R | 3062 | 5.6% |
| e | 2968 | 5.4% |
| n | 2968 | 5.4% |
| M | 2229 | 4.1% |
| u | 1678 | 3.1% |
| Other values (30) | 20816 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 54563 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 6306 | 11.6% |
| l | 4802 | 8.8% |
| 3409 | 6.2% | |
| t | 3163 | 5.8% |
| a | 3162 | 5.8% |
| R | 3062 | 5.6% |
| e | 2968 | 5.4% |
| n | 2968 | 5.4% |
| M | 2229 | 4.1% |
| u | 1678 | 3.1% |
| Other values (30) | 20816 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 54563 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 6306 | 11.6% |
| l | 4802 | 8.8% |
| 3409 | 6.2% | |
| t | 3163 | 5.8% |
| a | 3162 | 5.8% |
| R | 3062 | 5.6% |
| e | 2968 | 5.4% |
| n | 2968 | 5.4% |
| M | 2229 | 4.1% |
| u | 1678 | 3.1% |
| Other values (30) | 20816 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 54563 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 6306 | 11.6% |
| l | 4802 | 8.8% |
| 3409 | 6.2% | |
| t | 3163 | 5.8% |
| a | 3162 | 5.8% |
| R | 3062 | 5.6% |
| e | 2968 | 5.4% |
| n | 2968 | 5.4% |
| M | 2229 | 4.1% |
| u | 1678 | 3.1% |
| Other values (30) | 20816 |
PrimaryPropertyType
Categorical
High correlation
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 178.6 KiB |
| Low-Rise Multifamily | |
|---|---|
| Mid-Rise Multifamily | |
| Small- and Mid-Sized Office | |
| Other | |
| Warehouse | |
| Other values (18) |
Length
| Max length | 27 |
|---|---|
| Median length | 22 |
| Mean length | 17.430013 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Hotel |
|---|---|
| 2nd row | Hotel |
| 3rd row | Hotel |
| 4th row | Hotel |
| 5th row | Other |
Common Values
| Value | Count | Frequency (%) |
| Low-Rise Multifamily | 952 | |
| Mid-Rise Multifamily | 553 | |
| Small- and Mid-Sized Office | 286 | 9.0% |
| Other | 244 | 7.7% |
| Warehouse | 184 | 5.8% |
| Large Office | 156 | 4.9% |
| Mixed Use Property | 128 | 4.0% |
| High-Rise Multifamily | 103 | 3.2% |
| Retail Store | 85 | 2.7% |
| Hotel | 74 | 2.3% |
| Other values (13) | 407 |
Length
| Value | Count | Frequency (%) |
| multifamily | 1608 | |
| low-rise | 952 | |
| mid-rise | 553 | 8.4% |
| office | 480 | 7.3% |
| and | 286 | 4.3% |
| small | 286 | 4.3% |
| mid-sized | 286 | 4.3% |
| other | 244 | 3.7% |
| warehouse | 196 | 3.0% |
| large | 156 | 2.4% |
| Other values (28) | 1569 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 7379 | 13.3% |
| e | 4382 | 7.9% |
| l | 4211 | 7.6% |
| 3444 | 6.2% | |
| a | 2948 | 5.3% |
| t | 2706 | 4.9% |
| M | 2613 | 4.7% |
| f | 2608 | 4.7% |
| - | 2258 | 4.1% |
| s | 2117 | 3.8% |
| Other values (33) | 20622 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 55288 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 7379 | 13.3% |
| e | 4382 | 7.9% |
| l | 4211 | 7.6% |
| 3444 | 6.2% | |
| a | 2948 | 5.3% |
| t | 2706 | 4.9% |
| M | 2613 | 4.7% |
| f | 2608 | 4.7% |
| - | 2258 | 4.1% |
| s | 2117 | 3.8% |
| Other values (33) | 20622 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 55288 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 7379 | 13.3% |
| e | 4382 | 7.9% |
| l | 4211 | 7.6% |
| 3444 | 6.2% | |
| a | 2948 | 5.3% |
| t | 2706 | 4.9% |
| M | 2613 | 4.7% |
| f | 2608 | 4.7% |
| - | 2258 | 4.1% |
| s | 2117 | 3.8% |
| Other values (33) | 20622 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 55288 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 7379 | 13.3% |
| e | 4382 | 7.9% |
| l | 4211 | 7.6% |
| 3444 | 6.2% | |
| a | 2948 | 5.3% |
| t | 2706 | 4.9% |
| M | 2613 | 4.7% |
| f | 2608 | 4.7% |
| - | 2258 | 4.1% |
| s | 2117 | 3.8% |
| Other values (33) | 20622 |
Neighborhood
Categorical
High correlation
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 178.6 KiB |
| DOWNTOWN | |
|---|---|
| EAST | |
| MAGNOLIA / QUEEN ANNE | |
| GREATER DUWAMISH | |
| NORTHEAST | |
| Other values (14) |
Length
| Max length | 22 |
|---|---|
| Median length | 16 |
| Mean length | 10.159206 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | DOWNTOWN |
|---|---|
| 2nd row | DOWNTOWN |
| 3rd row | DOWNTOWN |
| 4th row | DOWNTOWN |
| 5th row | DOWNTOWN |
Common Values
| Value | Count | Frequency (%) |
| DOWNTOWN | 541 | |
| EAST | 433 | |
| MAGNOLIA / QUEEN ANNE | 412 | |
| GREATER DUWAMISH | 351 | |
| NORTHEAST | 263 | |
| LAKE UNION | 240 | |
| NORTHWEST | 198 | 6.2% |
| SOUTHWEST | 147 | 4.6% |
| NORTH | 136 | 4.3% |
| BALLARD | 120 | 3.8% |
| Other values (9) | 331 |
Length
| Value | Count | Frequency (%) |
| downtown | 541 | |
| east | 433 | 8.7% |
| magnolia | 412 | 8.2% |
| 412 | 8.2% | |
| queen | 412 | 8.2% |
| anne | 412 | 8.2% |
| greater | 351 | 7.0% |
| duwamish | 351 | 7.0% |
| northeast | 263 | 5.3% |
| lake | 240 | 4.8% |
| Other values (9) | 1173 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 3951 | |
| E | 3539 | |
| A | 3285 | |
| T | 2926 | 9.1% |
| O | 2559 | 7.9% |
| 1828 | 5.7% | |
| W | 1778 | 5.5% |
| S | 1696 | 5.3% |
| R | 1587 | 4.9% |
| U | 1228 | 3.8% |
| Other values (24) | 7848 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 32225 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 3951 | |
| E | 3539 | |
| A | 3285 | |
| T | 2926 | 9.1% |
| O | 2559 | 7.9% |
| 1828 | 5.7% | |
| W | 1778 | 5.5% |
| S | 1696 | 5.3% |
| R | 1587 | 4.9% |
| U | 1228 | 3.8% |
| Other values (24) | 7848 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 32225 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 3951 | |
| E | 3539 | |
| A | 3285 | |
| T | 2926 | 9.1% |
| O | 2559 | 7.9% |
| 1828 | 5.7% | |
| W | 1778 | 5.5% |
| S | 1696 | 5.3% |
| R | 1587 | 4.9% |
| U | 1228 | 3.8% |
| Other values (24) | 7848 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 32225 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 3951 | |
| E | 3539 | |
| A | 3285 | |
| T | 2926 | 9.1% |
| O | 2559 | 7.9% |
| 1828 | 5.7% | |
| W | 1778 | 5.5% |
| S | 1696 | 5.3% |
| R | 1587 | 4.9% |
| U | 1228 | 3.8% |
| Other values (24) | 7848 |
Latitude
Real number (ℝ)
High correlation
| Distinct | 2719 |
|---|---|
| Distinct (%) | 85.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.624785 |
| Minimum | 47.50224 |
|---|---|
| Maximum | 47.73387 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 47.50224 |
|---|---|
| 5-th percentile | 47.54393 |
| Q1 | 47.600962 |
| median | 47.61918 |
| Q3 | 47.657157 |
| 95-th percentile | 47.713065 |
| Maximum | 47.73387 |
| Range | 0.23163 |
| Interquartile range (IQR) | 0.056195 |
Descriptive statistics
| Standard deviation | 0.047117487 |
|---|---|
| Coefficient of variation (CV) | 0.00098934803 |
| Kurtosis | -0.10822197 |
| Mean | 47.624785 |
| Median Absolute Deviation (MAD) | 0.02647 |
| Skewness | 0.1601006 |
| Sum | 151065.82 |
| Variance | 0.0022200576 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 47.66246 | 9 | 0.3% |
| 47.61598 | 7 | 0.2% |
| 47.62208 | 6 | 0.2% |
| 47.52549 | 5 | 0.2% |
| 47.61543 | 5 | 0.2% |
| 47.62395 | 5 | 0.2% |
| 47.60071 | 4 | 0.1% |
| 47.52254 | 4 | 0.1% |
| 47.6239 | 4 | 0.1% |
| 47.59938 | 4 | 0.1% |
| Other values (2709) | 3119 |
| Value | Count | Frequency (%) |
| 47.50224 | 1 | |
| 47.50959 | 1 | |
| 47.51018 | 1 | |
| 47.51042 | 1 | |
| 47.51098 | 1 | |
| 47.51104 | 1 | |
| 47.51127 | 2 | |
| 47.51168 | 1 | |
| 47.51169 | 1 | |
| 47.51304 | 1 |
| Value | Count | Frequency (%) |
| 47.73387 | 1 | |
| 47.73375 | 1 | |
| 47.73368 | 1 | |
| 47.7336 | 1 | |
| 47.73357 | 1 | |
| 47.73351 | 1 | |
| 47.73331 | 1 | |
| 47.73316 | 1 | |
| 47.73315 | 1 | |
| 47.73279 | 1 |
Longitude
Real number (ℝ)
High correlation
| Distinct | 2511 |
|---|---|
| Distinct (%) | 79.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -122.33521 |
| Minimum | -122.41425 |
|---|---|
| Maximum | -122.26028 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3172 |
| Negative (%) | 100.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | -122.41425 |
|---|---|
| 5-th percentile | -122.38643 |
| Q1 | -122.35076 |
| median | -122.33264 |
| Q3 | -122.32022 |
| 95-th percentile | -122.29181 |
| Maximum | -122.26028 |
| Range | 0.15397 |
| Interquartile range (IQR) | 0.0305325 |
Descriptive statistics
| Standard deviation | 0.026645138 |
|---|---|
| Coefficient of variation (CV) | -0.00021780433 |
| Kurtosis | 0.24891371 |
| Mean | -122.33521 |
| Median Absolute Deviation (MAD) | 0.014895 |
| Skewness | -0.17813393 |
| Sum | -388047.27 |
| Variance | 0.00070996337 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -122.29898 | 8 | 0.3% |
| -122.35398 | 7 | 0.2% |
| -122.33369 | 6 | 0.2% |
| -122.32468 | 6 | 0.2% |
| -122.31769 | 5 | 0.2% |
| -122.33379 | 5 | 0.2% |
| -122.32417 | 5 | 0.2% |
| -122.33064 | 5 | 0.2% |
| -122.32592 | 5 | 0.2% |
| -122.32811 | 4 | 0.1% |
| Other values (2501) | 3116 |
| Value | Count | Frequency (%) |
| -122.41425 | 1 | |
| -122.41182 | 1 | |
| -122.41178 | 1 | |
| -122.41169 | 1 | |
| -122.41037 | 1 | |
| -122.41036 | 1 | |
| -122.41031 | 1 | |
| -122.40976 | 1 | |
| -122.40974 | 1 | |
| -122.40901 | 1 |
| Value | Count | Frequency (%) |
| -122.26028 | 1 | |
| -122.26034 | 1 | |
| -122.26166 | 2 | |
| -122.26172 | 1 | |
| -122.26177 | 1 | |
| -122.2618 | 1 | |
| -122.26216 | 1 | |
| -122.26223 | 1 | |
| -122.26235 | 1 | |
| -122.26277 | 1 |
YearBuilt
Real number (ℝ)
| Distinct | 113 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1968.6337 |
| Minimum | 1900 |
|---|---|
| Maximum | 2015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 1900 |
|---|---|
| 5-th percentile | 1908 |
| Q1 | 1948 |
| median | 1975 |
| Q3 | 1997 |
| 95-th percentile | 2012 |
| Maximum | 2015 |
| Range | 115 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 33.219065 |
|---|---|
| Coefficient of variation (CV) | 0.016874173 |
| Kurtosis | -0.88331443 |
| Mean | 1968.6337 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | -0.53754265 |
| Sum | 6244506 |
| Variance | 1103.5063 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2014 | 67 | 2.1% |
| 2000 | 66 | 2.1% |
| 1968 | 62 | 2.0% |
| 2008 | 60 | 1.9% |
| 1988 | 59 | 1.9% |
| 1989 | 58 | 1.8% |
| 1999 | 57 | 1.8% |
| 1970 | 55 | 1.7% |
| 2001 | 54 | 1.7% |
| 2002 | 54 | 1.7% |
| Other values (103) | 2580 |
| Value | Count | Frequency (%) |
| 1900 | 51 | |
| 1901 | 7 | 0.2% |
| 1902 | 11 | 0.3% |
| 1903 | 3 | 0.1% |
| 1904 | 14 | 0.4% |
| 1905 | 9 | 0.3% |
| 1906 | 18 | 0.6% |
| 1907 | 31 | |
| 1908 | 26 | |
| 1909 | 29 |
| Value | Count | Frequency (%) |
| 2015 | 35 | |
| 2014 | 67 | |
| 2013 | 50 | |
| 2012 | 35 | |
| 2011 | 15 | 0.5% |
| 2010 | 23 | 0.7% |
| 2009 | 39 | |
| 2008 | 60 | |
| 2007 | 41 | |
| 2006 | 44 |
NumberofBuildings
Real number (ℝ)
Zeros
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0655738 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 90 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.89681462 |
|---|---|
| Coefficient of variation (CV) | 0.84162603 |
| Kurtosis | 387.8697 |
| Mean | 1.0655738 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.922782 |
| Sum | 3380 |
| Variance | 0.80427646 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2990 | |
| 0 | 90 | 2.8% |
| 2 | 36 | 1.1% |
| 3 | 21 | 0.7% |
| 4 | 12 | 0.4% |
| 5 | 9 | 0.3% |
| 6 | 3 | 0.1% |
| 8 | 3 | 0.1% |
| 10 | 2 | 0.1% |
| 11 | 1 | < 0.1% |
| Other values (5) | 5 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 90 | 2.8% |
| 1 | 2990 | |
| 2 | 36 | 1.1% |
| 3 | 21 | 0.7% |
| 4 | 12 | 0.4% |
| 5 | 9 | 0.3% |
| 6 | 3 | 0.1% |
| 8 | 3 | 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 2 | 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 3 | 0.1% |
| 6 | 3 | 0.1% |
| 5 | 9 |
NumberofFloors
Real number (ℝ)
| Distinct | 43 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.6270492 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 14 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 11.45 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.8664213 |
|---|---|
| Coefficient of variation (CV) | 1.0517332 |
| Kurtosis | 62.009403 |
| Mean | 4.6270492 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.7213781 |
| Sum | 14677 |
| Variance | 23.682056 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 666 | |
| 3 | 648 | |
| 1 | 424 | |
| 2 | 394 | |
| 6 | 294 | |
| 5 | 289 | |
| 7 | 144 | 4.5% |
| 8 | 59 | 1.9% |
| 11 | 32 | 1.0% |
| 10 | 31 | 1.0% |
| Other values (33) | 191 | 6.0% |
| Value | Count | Frequency (%) |
| 0 | 14 | 0.4% |
| 1 | 424 | |
| 2 | 394 | |
| 3 | 648 | |
| 4 | 666 | |
| 5 | 289 | |
| 6 | 294 | |
| 7 | 144 | 4.5% |
| 8 | 59 | 1.9% |
| 9 | 18 | 0.6% |
| Value | Count | Frequency (%) |
| 99 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 42 | 3 | |
| 41 | 2 | |
| 40 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 37 | 2 | |
| 36 | 2 | |
| 34 | 1 | < 0.1% |
PropertyGFATotal
Real number (ℝ)
High correlation
| Distinct | 3003 |
|---|---|
| Distinct (%) | 94.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84434.774 |
| Minimum | 11285 |
|---|---|
| Maximum | 1256335 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 11285 |
|---|---|
| 5-th percentile | 21275.25 |
| Q1 | 28168 |
| median | 43480.5 |
| Q3 | 88637.5 |
| 95-th percentile | 302852.5 |
| Maximum | 1256335 |
| Range | 1245050 |
| Interquartile range (IQR) | 60469.5 |
Descriptive statistics
| Standard deviation | 113992.01 |
|---|---|
| Coefficient of variation (CV) | 1.35006 |
| Kurtosis | 26.580056 |
| Mean | 84434.774 |
| Median Absolute Deviation (MAD) | 19211 |
| Skewness | 4.2901395 |
| Sum | 2.678271 × 108 |
| Variance | 1.2994178 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36000 | 9 | 0.3% |
| 25920 | 8 | 0.3% |
| 28800 | 7 | 0.2% |
| 21600 | 7 | 0.2% |
| 24000 | 6 | 0.2% |
| 30240 | 4 | 0.1% |
| 22320 | 4 | 0.1% |
| 30720 | 4 | 0.1% |
| 31900 | 3 | 0.1% |
| 23100 | 3 | 0.1% |
| Other values (2993) | 3117 |
| Value | Count | Frequency (%) |
| 11285 | 1 | |
| 11685 | 1 | |
| 11968 | 1 | |
| 12769 | 1 | |
| 13157 | 1 | |
| 14101 | 1 | |
| 16000 | 1 | |
| 16300 | 1 | |
| 16795 | 1 | |
| 18258 | 1 |
| Value | Count | Frequency (%) |
| 1256335 | 1 | |
| 1249055 | 1 | |
| 1206670 | 1 | |
| 1172127 | 1 | |
| 1123435 | 1 | |
| 1074552 | 1 | |
| 1052469 | 1 | |
| 934292 | 1 | |
| 920598 | 1 | |
| 861702 | 1 |
PropertyGFAParking
Real number (ℝ)
Zeros
| Distinct | 470 |
|---|---|
| Distinct (%) | 14.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7495.4092 |
| Minimum | 0 |
|---|---|
| Maximum | 407795 |
| Zeros | 2694 |
| Zeros (%) | 84.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 44745.1 |
| Maximum | 407795 |
| Range | 407795 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 28997.958 |
|---|---|
| Coefficient of variation (CV) | 3.8687625 |
| Kurtosis | 47.473691 |
| Mean | 7495.4092 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.0498259 |
| Sum | 23775438 |
| Variance | 8.4088156 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2694 | |
| 13320 | 3 | 0.1% |
| 22000 | 2 | 0.1% |
| 30000 | 2 | 0.1% |
| 10800 | 2 | 0.1% |
| 25800 | 2 | 0.1% |
| 12960 | 2 | 0.1% |
| 100176 | 2 | 0.1% |
| 20416 | 2 | 0.1% |
| 7600 | 1 | < 0.1% |
| Other values (460) | 460 | 14.5% |
| Value | Count | Frequency (%) |
| 0 | 2694 | |
| 38 | 1 | < 0.1% |
| 260 | 1 | < 0.1% |
| 415 | 1 | < 0.1% |
| 604 | 1 | < 0.1% |
| 756 | 1 | < 0.1% |
| 800 | 1 | < 0.1% |
| 919 | 1 | < 0.1% |
| 1263 | 1 | < 0.1% |
| 1392 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 407795 | 1 | |
| 368980 | 1 | |
| 335109 | 1 | |
| 303707 | 1 | |
| 285688 | 1 | |
| 272900 | 1 | |
| 239252 | 1 | |
| 228668 | 1 | |
| 206597 | 1 | |
| 206580 | 1 |
PropertyGFABuilding(s)
Real number (ℝ)
High correlation
| Distinct | 3000 |
|---|---|
| Distinct (%) | 94.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76939.364 |
| Minimum | 3636 |
|---|---|
| Maximum | 1172127 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 3636 |
|---|---|
| 5-th percentile | 21012.15 |
| Q1 | 27485.25 |
| median | 42295.5 |
| Q3 | 82015.25 |
| 95-th percentile | 261089.5 |
| Maximum | 1172127 |
| Range | 1168491 |
| Interquartile range (IQR) | 54530 |
Descriptive statistics
| Standard deviation | 99287.823 |
|---|---|
| Coefficient of variation (CV) | 1.2904685 |
| Kurtosis | 26.47592 |
| Mean | 76939.364 |
| Median Absolute Deviation (MAD) | 18149 |
| Skewness | 4.3020431 |
| Sum | 2.4405166 × 108 |
| Variance | 9.8580717 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36000 | 9 | 0.3% |
| 25920 | 8 | 0.3% |
| 28800 | 7 | 0.2% |
| 21600 | 7 | 0.2% |
| 24000 | 6 | 0.2% |
| 30720 | 4 | 0.1% |
| 30240 | 4 | 0.1% |
| 22320 | 4 | 0.1% |
| 45000 | 3 | 0.1% |
| 25200 | 3 | 0.1% |
| Other values (2990) | 3117 |
| Value | Count | Frequency (%) |
| 3636 | 1 | |
| 10925 | 1 | |
| 11285 | 1 | |
| 11440 | 1 | |
| 11685 | 1 | |
| 11968 | 1 | |
| 12769 | 1 | |
| 12806 | 1 | |
| 13157 | 1 | |
| 14101 | 1 |
| Value | Count | Frequency (%) |
| 1172127 | 1 | |
| 1047934 | 1 | |
| 1004813 | 1 | |
| 970647 | 1 | |
| 962428 | 1 | |
| 934292 | 1 | |
| 888049 | 1 | |
| 861702 | 1 | |
| 794592 | 1 | |
| 791396 | 1 |
YearsENERGYSTARCertified
Real number (ℝ)
Missing
| Distinct | 57 |
|---|---|
| Distinct (%) | 51.4% |
| Missing | 3061 |
| Missing (%) | 96.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8163978 × 1057 |
| Minimum | 2007 |
|---|---|
| Maximum | 2.0162015 × 1059 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 2007 |
|---|---|
| 5-th percentile | 2010 |
| Q1 | 2016 |
| median | 20162015 |
| Q3 | 2.0147013 × 1015 |
| 95-th percentile | 1.0082016 × 1031 |
| Maximum | 2.0162015 × 1059 |
| Range | 2.0162015 × 1059 |
| Interquartile range (IQR) | 2.0147013 × 1015 |
Descriptive statistics
| Standard deviation | 1.9136938 × 1058 |
|---|---|
| Coefficient of variation (CV) | 10.535654 |
| Kurtosis | 111 |
| Mean | 1.8163978 × 1057 |
| Median Absolute Deviation (MAD) | 20160002 |
| Skewness | 10.535654 |
| Sum | 2.0162015 × 1059 |
| Variance | 3.6622239 × 10116 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2016 | 13 | 0.4% |
| 20172016 | 8 | 0.3% |
| 2017 | 7 | 0.2% |
| 2014 | 6 | 0.2% |
| 20162015 | 6 | 0.2% |
| 2009 | 4 | 0.1% |
| 2013 | 4 | 0.1% |
| 20172015 | 3 | 0.1% |
| 20152014 | 3 | 0.1% |
| 2.01620152 × 1011 | 3 | 0.1% |
| Other values (47) | 54 | 1.7% |
| (Missing) | 3061 |
| Value | Count | Frequency (%) |
| 2007 | 1 | < 0.1% |
| 2009 | 4 | 0.1% |
| 2010 | 2 | 0.1% |
| 2011 | 1 | < 0.1% |
| 2012 | 1 | < 0.1% |
| 2013 | 4 | 0.1% |
| 2014 | 6 | |
| 2015 | 2 | 0.1% |
| 2016 | 13 | |
| 2017 | 7 |
| Value | Count | Frequency (%) |
| 2.01620152 × 1059 | 1 | |
| 2.01620152 × 1051 | 1 | |
| 2.01720162 × 1039 | 1 | |
| 2.01620152 × 1035 | 1 | |
| 2.01620152 × 1031 | 1 | |
| 2.01620152 × 1031 | 1 | |
| 2.01720162 × 1027 | 1 | |
| 2.01720152 × 1027 | 1 | |
| 2.01620152 × 1027 | 2 | |
| 2.01620132 × 1027 | 1 |
ENERGYSTARScore
Real number (ℝ)
High correlation Missing
| Distinct | 100 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 797 |
| Missing (%) | 25.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.231579 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 52 |
| median | 74 |
| Q3 | 89 |
| 95-th percentile | 99 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 26.941015 |
|---|---|
| Coefficient of variation (CV) | 0.40071965 |
| Kurtosis | -0.29888023 |
| Mean | 67.231579 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.81724458 |
| Sum | 159675 |
| Variance | 725.81829 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 87 | 2.7% |
| 98 | 70 | 2.2% |
| 96 | 62 | 2.0% |
| 89 | 52 | 1.6% |
| 93 | 51 | 1.6% |
| 95 | 49 | 1.5% |
| 91 | 47 | 1.5% |
| 99 | 47 | 1.5% |
| 92 | 46 | 1.5% |
| 81 | 46 | 1.5% |
| Other values (90) | 1818 | |
| (Missing) | 797 |
| Value | Count | Frequency (%) |
| 1 | 33 | |
| 2 | 10 | 0.3% |
| 3 | 13 | 0.4% |
| 4 | 5 | 0.2% |
| 5 | 8 | 0.3% |
| 6 | 8 | 0.3% |
| 7 | 10 | 0.3% |
| 8 | 9 | 0.3% |
| 9 | 5 | 0.2% |
| 10 | 9 | 0.3% |
| Value | Count | Frequency (%) |
| 100 | 87 | |
| 99 | 47 | |
| 98 | 70 | |
| 97 | 43 | |
| 96 | 62 | |
| 95 | 49 | |
| 94 | 44 | |
| 93 | 51 | |
| 92 | 46 | |
| 91 | 47 |
SiteEUI(kBtu/sf)
Real number (ℝ)
High correlation
| Distinct | 1044 |
|---|---|
| Distinct (%) | 32.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.419672 |
| Minimum | 1.4 |
|---|---|
| Maximum | 834.40002 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 1.4 |
|---|---|
| 5-th percentile | 18.700001 |
| Q1 | 28.1 |
| median | 38.950001 |
| Q3 | 60.900002 |
| 95-th percentile | 139.745 |
| Maximum | 834.40002 |
| Range | 833.00002 |
| Interquartile range (IQR) | 32.800001 |
Descriptive statistics
| Standard deviation | 53.207069 |
|---|---|
| Coefficient of variation (CV) | 0.97771757 |
| Kurtosis | 40.694322 |
| Mean | 54.419672 |
| Median Absolute Deviation (MAD) | 13.650002 |
| Skewness | 4.9191634 |
| Sum | 172619.2 |
| Variance | 2830.9922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24.70000076 | 17 | 0.5% |
| 24.20000076 | 16 | 0.5% |
| 28.79999924 | 15 | 0.5% |
| 32 | 15 | 0.5% |
| 26.39999962 | 14 | 0.4% |
| 28.89999962 | 13 | 0.4% |
| 22.79999924 | 13 | 0.4% |
| 30.60000038 | 13 | 0.4% |
| 29.60000038 | 13 | 0.4% |
| 29 | 12 | 0.4% |
| Other values (1034) | 3031 |
| Value | Count | Frequency (%) |
| 1.399999976 | 1 | |
| 2.099999905 | 1 | |
| 2.299999952 | 1 | |
| 3 | 1 | |
| 3.200000048 | 1 | |
| 3.5 | 2 | |
| 3.599999905 | 2 | |
| 3.799999952 | 1 | |
| 4.300000191 | 1 | |
| 4.400000095 | 1 |
| Value | Count | Frequency (%) |
| 834.4000244 | 1 | |
| 696.7000122 | 1 | |
| 694.7000122 | 1 | |
| 593.5999756 | 1 | |
| 465.5 | 1 | |
| 456.6000061 | 1 | |
| 438.2000122 | 1 | |
| 412.7000122 | 1 | |
| 404.1000061 | 1 | |
| 400.7999878 | 1 |
SourceEUI(kBtu/sf)
Real number (ℝ)
High correlation
| Distinct | 1589 |
|---|---|
| Distinct (%) | 50.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 133.05807 |
| Minimum | 0 |
|---|---|
| Maximum | 2620 |
| Zeros | 6 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 43.054999 |
| Q1 | 75.300003 |
| median | 97.049999 |
| Q3 | 144.89999 |
| 95-th percentile | 333.045 |
| Maximum | 2620 |
| Range | 2620 |
| Interquartile range (IQR) | 69.599991 |
Descriptive statistics
| Standard deviation | 126.23938 |
|---|---|
| Coefficient of variation (CV) | 0.94875404 |
| Kurtosis | 80.907568 |
| Mean | 133.05807 |
| Median Absolute Deviation (MAD) | 27.850002 |
| Skewness | 6.3102251 |
| Sum | 422060.2 |
| Variance | 15936.382 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 87.69999695 | 8 | 0.3% |
| 83.69999695 | 8 | 0.3% |
| 73.09999847 | 8 | 0.3% |
| 68.09999847 | 8 | 0.3% |
| 69.69999695 | 8 | 0.3% |
| 95 | 8 | 0.3% |
| 78.59999847 | 8 | 0.3% |
| 84 | 7 | 0.2% |
| 68.90000153 | 7 | 0.2% |
| 63.29999924 | 7 | 0.2% |
| Other values (1579) | 3095 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 4.5 | 1 | < 0.1% |
| 6.599999905 | 2 | 0.1% |
| 6.900000095 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 9.5 | 1 | < 0.1% |
| 9.899999619 | 1 | < 0.1% |
| 10.19999981 | 1 | < 0.1% |
| 11.10000038 | 1 | < 0.1% |
| 11.19999981 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2620 | 1 | |
| 2181.300049 | 1 | |
| 1527.300049 | 1 | |
| 1206.699951 | 1 | |
| 912.7999878 | 1 | |
| 855.2000122 | 1 | |
| 851.0999756 | 1 | |
| 835.7999878 | 1 | |
| 781.2999878 | 1 | |
| 781.0999756 | 1 |
SiteEnergyUse(kBtu)
Real number (ℝ)
High correlation Unique
| Distinct | 3172 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4189992.5 |
| Minimum | 57133.199 |
|---|---|
| Maximum | 98960776 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 57133.199 |
|---|---|
| 5-th percentile | 520911.44 |
| Q1 | 934115.56 |
| median | 1787633.5 |
| Q3 | 4167798.2 |
| 95-th percentile | 16279284 |
| Maximum | 98960776 |
| Range | 98903643 |
| Interquartile range (IQR) | 3233682.6 |
Descriptive statistics
| Standard deviation | 7132304.3 |
|---|---|
| Coefficient of variation (CV) | 1.7022236 |
| Kurtosis | 34.42321 |
| Mean | 4189992.5 |
| Median Absolute Deviation (MAD) | 1047125.3 |
| Skewness | 4.8456996 |
| Sum | 1.3290656 × 1010 |
| Variance | 5.0869764 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7226362.5 | 1 | < 0.1% |
| 8387933 | 1 | < 0.1% |
| 6794584 | 1 | < 0.1% |
| 14172606 | 1 | < 0.1% |
| 12086616 | 1 | < 0.1% |
| 5758795 | 1 | < 0.1% |
| 6298131.5 | 1 | < 0.1% |
| 13723820 | 1 | < 0.1% |
| 4573777 | 1 | < 0.1% |
| 16016644 | 1 | < 0.1% |
| Other values (3162) | 3162 |
| Value | Count | Frequency (%) |
| 57133.19922 | 1 | |
| 79711.79688 | 1 | |
| 90558.70313 | 1 | |
| 97690.39844 | 1 | |
| 106918 | 1 | |
| 111969.7031 | 1 | |
| 113130 | 1 | |
| 116486.6016 | 1 | |
| 117438.3984 | 1 | |
| 123767.2031 | 1 |
| Value | Count | Frequency (%) |
| 98960776 | 1 | |
| 90609640 | 1 | |
| 68090728 | 1 | |
| 65336980 | 1 | |
| 65047284 | 1 | |
| 59107620 | 1 | |
| 58761304 | 1 | |
| 57764408 | 1 | |
| 56485204 | 1 | |
| 53166156 | 1 |
SteamUse(kBtu)
Real number (ℝ)
Zeros
| Distinct | 117 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 143271.3 |
| Minimum | 0 |
|---|---|
| Maximum | 31030194 |
| Zeros | 3056 |
| Zeros (%) | 96.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 31030194 |
| Range | 31030194 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1265004.2 |
|---|---|
| Coefficient of variation (CV) | 8.8294321 |
| Kurtosis | 266.6715 |
| Mean | 143271.3 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.654731 |
| Sum | 4.5445657 × 108 |
| Variance | 1.6002357 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3056 | |
| 2003882 | 1 | < 0.1% |
| 2214446.25 | 1 | < 0.1% |
| 2276286.5 | 1 | < 0.1% |
| 1039735.188 | 1 | < 0.1% |
| 5237165.5 | 1 | < 0.1% |
| 5999360.5 | 1 | < 0.1% |
| 1656352.5 | 1 | < 0.1% |
| 4337738.5 | 1 | < 0.1% |
| 4870847.5 | 1 | < 0.1% |
| Other values (107) | 107 | 3.4% |
| Value | Count | Frequency (%) |
| 0 | 3056 | |
| 21230.80078 | 1 | < 0.1% |
| 137900 | 1 | < 0.1% |
| 151742.5 | 1 | < 0.1% |
| 166488.4063 | 1 | < 0.1% |
| 175780 | 1 | < 0.1% |
| 180731.7969 | 1 | < 0.1% |
| 204650 | 1 | < 0.1% |
| 230989.2969 | 1 | < 0.1% |
| 266262 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 31030194 | 1 | |
| 28438884 | 1 | |
| 19654762 | 1 | |
| 18547858 | 1 | |
| 17548416 | 1 | |
| 16284570 | 1 | |
| 15586014 | 1 | |
| 13556219 | 1 | |
| 13296249 | 1 | |
| 12760971 | 1 |
Electricity(kWh)
Real number (ℝ)
High correlation
| Distinct | 3168 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 841083.03 |
| Minimum | 0 |
|---|---|
| Maximum | 12562766 |
| Zeros | 3 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 78250.588 |
| Q1 | 187476.23 |
| median | 344529.95 |
| Q3 | 824027.81 |
| 95-th percentile | 3432258.2 |
| Maximum | 12562766 |
| Range | 12562766 |
| Interquartile range (IQR) | 636551.59 |
Descriptive statistics
| Standard deviation | 1424810.2 |
|---|---|
| Coefficient of variation (CV) | 1.6940184 |
| Kurtosis | 20.331119 |
| Mean | 841083.03 |
| Median Absolute Deviation (MAD) | 199438.55 |
| Skewness | 4.0599032 |
| Sum | 2.6679154 × 109 |
| Variance | 2.030084 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.1% |
| 239011.5938 | 2 | 0.1% |
| 317841.4063 | 2 | 0.1% |
| 89109.89844 | 1 | < 0.1% |
| 631404.3125 | 1 | < 0.1% |
| 192884.0938 | 1 | < 0.1% |
| 803639.6875 | 1 | < 0.1% |
| 857081.375 | 1 | < 0.1% |
| 403017.5 | 1 | < 0.1% |
| 280844.9063 | 1 | < 0.1% |
| Other values (3158) | 3158 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 1 | 1 | < 0.1% |
| 1798.900024 | 1 | < 0.1% |
| 4913.5 | 1 | < 0.1% |
| 7727.200195 | 1 | < 0.1% |
| 16744.80078 | 1 | < 0.1% |
| 18890 | 1 | < 0.1% |
| 19771.90039 | 1 | < 0.1% |
| 21051.30078 | 1 | < 0.1% |
| 21349.59961 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12562766 | 1 | |
| 12215895 | 1 | |
| 12079009 | 1 | |
| 11969413 | 1 | |
| 11905739 | 1 | |
| 11583777 | 1 | |
| 11536962 | 1 | |
| 11248209 | 1 | |
| 11131508 | 1 | |
| 10989762 | 1 |
NaturalGas(therms)
Real number (ℝ)
High correlation Zeros
| Distinct | 1983 |
|---|---|
| Distinct (%) | 62.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11516.549 |
| Minimum | 0 |
|---|---|
| Maximum | 679905.38 |
| Zeros | 1189 |
| Zeros (%) | 37.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3110.725 |
| Q3 | 11604.185 |
| 95-th percentile | 47152.69 |
| Maximum | 679905.38 |
| Range | 679905.38 |
| Interquartile range (IQR) | 11604.185 |
Descriptive statistics
| Standard deviation | 28956.117 |
|---|---|
| Coefficient of variation (CV) | 2.5143051 |
| Kurtosis | 156.38481 |
| Mean | 11516.549 |
| Median Absolute Deviation (MAD) | 3110.725 |
| Skewness | 9.6310007 |
| Sum | 36530492 |
| Variance | 8.384567 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1189 | |
| 2268.460205 | 2 | 0.1% |
| 22419.22656 | 1 | < 0.1% |
| 8027.569824 | 1 | < 0.1% |
| 21940.83008 | 1 | < 0.1% |
| 6198.150391 | 1 | < 0.1% |
| 2864.899902 | 1 | < 0.1% |
| 21757.40039 | 1 | < 0.1% |
| 3608.359619 | 1 | < 0.1% |
| 5403.629395 | 1 | < 0.1% |
| Other values (1973) | 1973 |
| Value | Count | Frequency (%) |
| 0 | 1189 | |
| 0.329999954 | 1 | < 0.1% |
| 1.530000091 | 1 | < 0.1% |
| 2.199999809 | 1 | < 0.1% |
| 3.320000172 | 1 | < 0.1% |
| 3.75999999 | 1 | < 0.1% |
| 7.080909729 | 1 | < 0.1% |
| 7.638800144 | 1 | < 0.1% |
| 8.829999924 | 1 | < 0.1% |
| 9.469999313 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 679905.375 | 1 | |
| 560966.125 | 1 | |
| 346853.3125 | 1 | |
| 328535.125 | 1 | |
| 309673 | 1 | |
| 300613.25 | 1 | |
| 296021.5 | 1 | |
| 256831.625 | 1 | |
| 224136.6094 | 1 | |
| 206266.3125 | 1 |
DefaultData
Boolean
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.9 KiB |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 3172 |
TotalGHGEmissions
Real number (ℝ)
High correlation
| Distinct | 2665 |
|---|---|
| Distinct (%) | 84.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.229543 |
| Minimum | 0 |
|---|---|
| Maximum | 3768.66 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.9155 |
| Q1 | 9.4975 |
| median | 33.135 |
| Q3 | 91.5 |
| 95-th percentile | 358.813 |
| Maximum | 3768.66 |
| Range | 3768.66 |
| Interquartile range (IQR) | 82.0025 |
Descriptive statistics
| Standard deviation | 203.33469 |
|---|---|
| Coefficient of variation (CV) | 2.204659 |
| Kurtosis | 88.514066 |
| Mean | 92.229543 |
| Median Absolute Deviation (MAD) | 27.165 |
| Skewness | 7.6159241 |
| Sum | 292552.11 |
| Variance | 41344.997 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.95 | 7 | 0.2% |
| 4.2 | 6 | 0.2% |
| 4.74 | 5 | 0.2% |
| 3.63 | 5 | 0.2% |
| 9.29 | 5 | 0.2% |
| 4.02 | 5 | 0.2% |
| 4.15 | 5 | 0.2% |
| 5.46 | 5 | 0.2% |
| 6.18 | 5 | 0.2% |
| 4.8 | 5 | 0.2% |
| Other values (2655) | 3119 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.4 | 1 | |
| 0.63 | 1 | |
| 0.68 | 1 | |
| 0.75 | 1 | |
| 0.79 | 1 | |
| 0.81 | 1 | |
| 0.82 | 1 | |
| 0.86 | 1 | |
| 0.87 | 1 |
| Value | Count | Frequency (%) |
| 3768.66 | 1 | |
| 3278.11 | 1 | |
| 2573.75 | 1 | |
| 2549.47 | 1 | |
| 2489.78 | 1 | |
| 2055.82 | 1 | |
| 1990.5 | 1 | |
| 1789.69 | 1 | |
| 1727.11 | 1 | |
| 1699.45 | 1 |
GHGEmissionsIntensity
Real number (ℝ)
High correlation
| Distinct | 497 |
|---|---|
| Distinct (%) | 15.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.159773 |
| Minimum | 0 |
|---|---|
| Maximum | 25.71 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 178.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.13 |
| Q1 | 0.21 |
| median | 0.61 |
| Q3 | 1.37 |
| 95-th percentile | 3.8935 |
| Maximum | 25.71 |
| Range | 25.71 |
| Interquartile range (IQR) | 1.16 |
Descriptive statistics
| Standard deviation | 1.7053766 |
|---|---|
| Coefficient of variation (CV) | 1.47044 |
| Kurtosis | 33.360598 |
| Mean | 1.159773 |
| Median Absolute Deviation (MAD) | 0.43 |
| Skewness | 4.5157544 |
| Sum | 3678.8 |
| Variance | 2.9083093 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.17 | 98 | 3.1% |
| 0.15 | 96 | 3.0% |
| 0.16 | 90 | 2.8% |
| 0.18 | 82 | 2.6% |
| 0.19 | 73 | 2.3% |
| 0.13 | 66 | 2.1% |
| 0.2 | 64 | 2.0% |
| 0.21 | 60 | 1.9% |
| 0.14 | 60 | 1.9% |
| 0.23 | 52 | 1.6% |
| Other values (487) | 2431 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.1% |
| 0.01 | 2 | 0.1% |
| 0.02 | 4 | 0.1% |
| 0.03 | 5 | 0.2% |
| 0.04 | 7 | |
| 0.05 | 6 | |
| 0.06 | 14 | |
| 0.07 | 7 | |
| 0.08 | 7 | |
| 0.09 | 10 |
| Value | Count | Frequency (%) |
| 25.71 | 1 | |
| 16.99 | 1 | |
| 16.93 | 1 | |
| 16.38 | 1 | |
| 15.42 | 1 | |
| 14.94 | 1 | |
| 14.89 | 1 | |
| 14.32 | 1 | |
| 13.98 | 1 | |
| 13.88 | 1 |
Interactions
Correlations
| BuildingType | ENERGYSTARScore | Electricity(kWh) | GHGEmissionsIntensity | Latitude | Longitude | NaturalGas(therms) | Neighborhood | NumberofBuildings | NumberofFloors | OSEBuildingID | PrimaryPropertyType | PropertyGFABuilding(s) | PropertyGFAParking | PropertyGFATotal | SiteEUI(kBtu/sf) | SiteEnergyUse(kBtu) | SourceEUI(kBtu/sf) | SteamUse(kBtu) | TotalGHGEmissions | YearBuilt | YearsENERGYSTARCertified | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| BuildingType | 1.000 | 0.114 | 0.152 | 0.097 | 0.144 | 0.120 | 0.113 | 0.197 | 0.188 | 0.311 | 0.197 | 0.675 | 0.129 | 0.051 | 0.125 | 0.130 | 0.139 | 0.108 | 0.052 | 0.120 | 0.156 | 0.000 |
| ENERGYSTARScore | 0.114 | 1.000 | -0.185 | -0.232 | 0.092 | -0.040 | -0.059 | 0.061 | 0.052 | 0.157 | 0.100 | 0.118 | 0.081 | 0.017 | 0.082 | -0.454 | -0.185 | -0.515 | -0.022 | -0.112 | 0.082 | 0.235 |
| Electricity(kWh) | 0.152 | -0.185 | 1.000 | 0.158 | -0.046 | -0.005 | 0.208 | 0.076 | 0.035 | 0.344 | -0.245 | 0.261 | 0.751 | 0.330 | 0.771 | 0.487 | 0.859 | 0.654 | 0.158 | 0.556 | 0.302 | 0.404 |
| GHGEmissionsIntensity | 0.097 | -0.232 | 0.158 | 1.000 | -0.107 | 0.050 | 0.818 | 0.014 | 0.003 | -0.110 | -0.089 | 0.238 | 0.053 | -0.009 | 0.048 | 0.758 | 0.546 | 0.432 | 0.206 | 0.823 | -0.202 | -0.292 |
| Latitude | 0.144 | 0.092 | -0.046 | -0.107 | 1.000 | -0.014 | -0.069 | 0.612 | 0.058 | 0.060 | 0.092 | 0.216 | -0.056 | 0.019 | -0.046 | -0.080 | -0.088 | -0.047 | -0.111 | -0.108 | 0.150 | -0.168 |
| Longitude | 0.120 | -0.040 | -0.005 | 0.050 | -0.014 | 1.000 | 0.026 | 0.507 | 0.026 | -0.106 | 0.140 | 0.149 | -0.024 | -0.050 | -0.029 | 0.045 | 0.017 | 0.034 | -0.012 | 0.020 | -0.050 | 0.170 |
| NaturalGas(therms) | 0.113 | -0.059 | 0.208 | 0.818 | -0.069 | 0.026 | 1.000 | 0.000 | 0.026 | 0.012 | -0.054 | 0.287 | 0.290 | 0.057 | 0.286 | 0.528 | 0.566 | 0.216 | -0.029 | 0.835 | -0.018 | -0.306 |
| Neighborhood | 0.197 | 0.061 | 0.076 | 0.014 | 0.612 | 0.507 | 0.000 | 1.000 | 0.012 | 0.171 | 0.160 | 0.199 | 0.068 | 0.042 | 0.066 | 0.109 | 0.080 | 0.025 | 0.000 | 0.012 | 0.178 | 0.000 |
| NumberofBuildings | 0.188 | 0.052 | 0.035 | 0.003 | 0.058 | 0.026 | 0.026 | 0.012 | 1.000 | -0.027 | 0.010 | 0.132 | 0.055 | 0.006 | 0.056 | -0.011 | 0.042 | -0.018 | -0.000 | 0.036 | 0.038 | -0.099 |
| NumberofFloors | 0.311 | 0.157 | 0.344 | -0.110 | 0.060 | -0.106 | 0.012 | 0.171 | -0.027 | 1.000 | -0.011 | 0.349 | 0.453 | 0.250 | 0.460 | -0.002 | 0.286 | 0.062 | 0.143 | 0.175 | 0.301 | 0.427 |
| OSEBuildingID | 0.197 | 0.100 | -0.245 | -0.089 | 0.092 | 0.140 | -0.054 | 0.160 | 0.010 | -0.011 | 1.000 | 0.250 | -0.245 | -0.202 | -0.259 | -0.187 | -0.260 | -0.197 | -0.174 | -0.207 | 0.171 | -0.188 |
| PrimaryPropertyType | 0.675 | 0.118 | 0.261 | 0.238 | 0.216 | 0.149 | 0.287 | 0.199 | 0.132 | 0.349 | 0.250 | 1.000 | 0.180 | 0.157 | 0.192 | 0.284 | 0.283 | 0.276 | 0.126 | 0.267 | 0.189 | 0.000 |
| PropertyGFABuilding(s) | 0.129 | 0.081 | 0.751 | 0.053 | -0.056 | -0.024 | 0.290 | 0.068 | 0.055 | 0.453 | -0.245 | 0.180 | 1.000 | 0.227 | 0.983 | 0.149 | 0.741 | 0.175 | 0.158 | 0.560 | 0.287 | 0.325 |
| PropertyGFAParking | 0.051 | 0.017 | 0.330 | -0.009 | 0.019 | -0.050 | 0.057 | 0.042 | 0.006 | 0.250 | -0.202 | 0.157 | 0.227 | 1.000 | 0.354 | 0.195 | 0.308 | 0.239 | 0.041 | 0.210 | 0.240 | 0.406 |
| PropertyGFATotal | 0.125 | 0.082 | 0.771 | 0.048 | -0.046 | -0.029 | 0.286 | 0.066 | 0.056 | 0.460 | -0.259 | 0.192 | 0.983 | 0.354 | 1.000 | 0.174 | 0.757 | 0.206 | 0.154 | 0.565 | 0.316 | 0.420 |
| SiteEUI(kBtu/sf) | 0.130 | -0.454 | 0.487 | 0.758 | -0.080 | 0.045 | 0.528 | 0.109 | -0.011 | -0.002 | -0.187 | 0.284 | 0.149 | 0.195 | 0.174 | 1.000 | 0.704 | 0.872 | 0.165 | 0.711 | -0.064 | 0.125 |
| SiteEnergyUse(kBtu) | 0.139 | -0.185 | 0.859 | 0.546 | -0.088 | 0.017 | 0.566 | 0.080 | 0.042 | 0.286 | -0.260 | 0.283 | 0.741 | 0.308 | 0.757 | 0.704 | 1.000 | 0.636 | 0.200 | 0.873 | 0.160 | 0.382 |
| SourceEUI(kBtu/sf) | 0.108 | -0.515 | 0.654 | 0.432 | -0.047 | 0.034 | 0.216 | 0.025 | -0.018 | 0.062 | -0.197 | 0.276 | 0.175 | 0.239 | 0.206 | 0.872 | 0.636 | 1.000 | 0.142 | 0.467 | 0.056 | 0.197 |
| SteamUse(kBtu) | 0.052 | -0.022 | 0.158 | 0.206 | -0.111 | -0.012 | -0.029 | 0.000 | -0.000 | 0.143 | -0.174 | 0.126 | 0.158 | 0.041 | 0.154 | 0.165 | 0.200 | 0.142 | 1.000 | 0.244 | -0.147 | 0.256 |
| TotalGHGEmissions | 0.120 | -0.112 | 0.556 | 0.823 | -0.108 | 0.020 | 0.835 | 0.012 | 0.036 | 0.175 | -0.207 | 0.267 | 0.560 | 0.210 | 0.565 | 0.711 | 0.873 | 0.467 | 0.244 | 1.000 | 0.023 | 0.184 |
| YearBuilt | 0.156 | 0.082 | 0.302 | -0.202 | 0.150 | -0.050 | -0.018 | 0.178 | 0.038 | 0.301 | 0.171 | 0.189 | 0.287 | 0.240 | 0.316 | -0.064 | 0.160 | 0.056 | -0.147 | 0.023 | 1.000 | -0.014 |
| YearsENERGYSTARCertified | 0.000 | 0.235 | 0.404 | -0.292 | -0.168 | 0.170 | -0.306 | 0.000 | -0.099 | 0.427 | -0.188 | 0.000 | 0.325 | 0.406 | 0.420 | 0.125 | 0.382 | 0.197 | 0.256 | 0.184 | -0.014 | 1.000 |
Missing values
Sample
| OSEBuildingID | DataYear | BuildingType | PrimaryPropertyType | Neighborhood | Latitude | Longitude | YearBuilt | NumberofBuildings | NumberofFloors | PropertyGFATotal | PropertyGFAParking | PropertyGFABuilding(s) | YearsENERGYSTARCertified | ENERGYSTARScore | SiteEUI(kBtu/sf) | SourceEUI(kBtu/sf) | SiteEnergyUse(kBtu) | SteamUse(kBtu) | Electricity(kWh) | NaturalGas(therms) | DefaultData | TotalGHGEmissions | GHGEmissionsIntensity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2016 | NonResidential | Hotel | DOWNTOWN | 47.61220 | -122.33799 | 1927 | 1.0 | 12 | 88434 | 0 | 88434 | NaN | 60.0 | 81.699997 | 182.500000 | 7226362.5 | 2003882.000 | 1.156514e+06 | 12764.529300 | False | 249.98 | 2.83 |
| 1 | 2 | 2016 | NonResidential | Hotel | DOWNTOWN | 47.61317 | -122.33393 | 1996 | 1.0 | 11 | 103566 | 15064 | 88502 | NaN | 61.0 | 94.800003 | 176.100006 | 8387933.0 | 0.000 | 9.504252e+05 | 51450.816410 | False | 295.86 | 2.86 |
| 3 | 5 | 2016 | NonResidential | Hotel | DOWNTOWN | 47.61412 | -122.33664 | 1926 | 1.0 | 10 | 61320 | 0 | 61320 | NaN | 56.0 | 110.800003 | 216.199997 | 6794584.0 | 2214446.250 | 8.115253e+05 | 18112.130860 | False | 286.43 | 4.67 |
| 4 | 8 | 2016 | NonResidential | Hotel | DOWNTOWN | 47.61375 | -122.34047 | 1980 | 1.0 | 18 | 175580 | 62000 | 113580 | NaN | 75.0 | 114.800003 | 211.399994 | 14172606.0 | 0.000 | 1.573449e+06 | 88039.984380 | False | 505.01 | 2.88 |
| 5 | 9 | 2016 | Nonresidential COS | Other | DOWNTOWN | 47.61623 | -122.33657 | 1999 | 1.0 | 2 | 97288 | 37198 | 60090 | NaN | NaN | 136.100006 | 316.299988 | 12086616.0 | 0.000 | 2.160444e+06 | 47151.816410 | False | 301.81 | 3.10 |
| 6 | 10 | 2016 | NonResidential | Hotel | DOWNTOWN | 47.61390 | -122.33283 | 1926 | 1.0 | 11 | 83008 | 0 | 83008 | NaN | 27.0 | 70.800003 | 146.600006 | 5758795.0 | 0.000 | 8.239199e+05 | 29475.800780 | False | 176.14 | 2.12 |
| 7 | 11 | 2016 | NonResidential | Other | DOWNTOWN | 47.61327 | -122.33136 | 1926 | 1.0 | 8 | 102761 | 0 | 102761 | NaN | NaN | 61.299999 | 141.699997 | 6298131.5 | 2276286.500 | 1.065843e+06 | 3851.890137 | False | 221.51 | 2.16 |
| 8 | 12 | 2016 | NonResidential | Hotel | DOWNTOWN | 47.60294 | -122.33263 | 1904 | 1.0 | 15 | 163984 | 0 | 163984 | NaN | 43.0 | 83.699997 | 180.899994 | 13723820.0 | 0.000 | 2.138898e+06 | 64259.000000 | False | 392.16 | 2.39 |
| 9 | 13 | 2016 | Multifamily MR (5-9) | Mid-Rise Multifamily | DOWNTOWN | 47.60284 | -122.33184 | 1910 | 1.0 | 6 | 63712 | 1496 | 62216 | NaN | 1.0 | 81.500000 | 182.699997 | 4573777.0 | 1039735.188 | 7.420912e+05 | 10020.259770 | False | 151.12 | 2.37 |
| 10 | 15 | 2016 | NonResidential | Hotel | DOWNTOWN | 47.60695 | -122.33414 | 1969 | 1.0 | 11 | 153163 | 19279 | 133884 | NaN | 30.0 | 119.599998 | 228.199997 | 16016644.0 | 5237165.500 | 1.813490e+06 | 45918.500000 | False | 691.26 | 4.51 |
| OSEBuildingID | DataYear | BuildingType | PrimaryPropertyType | Neighborhood | Latitude | Longitude | YearBuilt | NumberofBuildings | NumberofFloors | PropertyGFATotal | PropertyGFAParking | PropertyGFABuilding(s) | YearsENERGYSTARCertified | ENERGYSTARScore | SiteEUI(kBtu/sf) | SourceEUI(kBtu/sf) | SiteEnergyUse(kBtu) | SteamUse(kBtu) | Electricity(kWh) | NaturalGas(therms) | DefaultData | TotalGHGEmissions | GHGEmissionsIntensity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3363 | 50204 | 2016 | Nonresidential COS | Other | NORTH | 47.72126 | -122.29735 | 1949 | 1.0 | 1 | 11285 | 0 | 11285 | NaN | NaN | 57.200001 | 140.000000 | 6.456654e+05 | 0.0 | 126552.0000 | 2138.700195 | False | 14.37 | 1.27 |
| 3364 | 50207 | 2016 | Nonresidential COS | Other | BALLARD | 47.67295 | -122.39228 | 1911 | 1.0 | 1 | 16795 | 0 | 16795 | NaN | NaN | 55.799999 | 126.000000 | 9.366165e+05 | 0.0 | 158890.5000 | 3944.819824 | False | 24.73 | 1.47 |
| 3365 | 50208 | 2016 | Nonresidential COS | Other | BALLARD | 47.67734 | -122.37624 | 1972 | 1.0 | 1 | 12769 | 0 | 12769 | NaN | NaN | 400.799988 | 618.099976 | 5.117308e+06 | 0.0 | 353216.0938 | 39121.351560 | False | 216.18 | 16.93 |
| 3367 | 50212 | 2016 | Nonresidential COS | Other | EAST | 47.63228 | -122.31574 | 1912 | 1.0 | 1 | 23445 | 0 | 23445 | NaN | NaN | 254.899994 | 380.100006 | 5.976246e+06 | 0.0 | 369539.8125 | 47153.757810 | False | 259.22 | 11.06 |
| 3368 | 50219 | 2016 | Nonresidential COS | Mixed Use Property | CENTRAL | 47.60775 | -122.30225 | 1994 | 1.0 | 1 | 20050 | 0 | 20050 | NaN | NaN | 90.400002 | 175.199997 | 1.813404e+06 | 0.0 | 225513.7969 | 10439.510740 | False | 60.81 | 3.03 |
| 3370 | 50221 | 2016 | Nonresidential COS | Other | DELRIDGE NEIGHBORHOODS | 47.54067 | -122.37441 | 1982 | 1.0 | 1 | 18261 | 0 | 18261 | NaN | NaN | 51.000000 | 126.000000 | 9.320821e+05 | 0.0 | 185334.7031 | 2997.199951 | False | 20.33 | 1.11 |
| 3372 | 50223 | 2016 | Nonresidential COS | Other | DOWNTOWN | 47.59625 | -122.32283 | 2004 | 1.0 | 1 | 16000 | 0 | 16000 | NaN | NaN | 59.400002 | 114.199997 | 9.502762e+05 | 0.0 | 116221.0000 | 5537.299805 | False | 32.17 | 2.01 |
| 3373 | 50224 | 2016 | Nonresidential COS | Other | MAGNOLIA / QUEEN ANNE | 47.63644 | -122.35784 | 1974 | 1.0 | 1 | 13157 | 0 | 13157 | NaN | NaN | 438.200012 | 744.799988 | 5.765898e+06 | 0.0 | 525251.6875 | 39737.390630 | False | 223.54 | 16.99 |
| 3374 | 50225 | 2016 | Nonresidential COS | Mixed Use Property | GREATER DUWAMISH | 47.52832 | -122.32431 | 1989 | 1.0 | 1 | 14101 | 0 | 14101 | NaN | NaN | 51.000000 | 105.300003 | 7.194712e+05 | 0.0 | 102248.0000 | 3706.010010 | False | 22.11 | 1.57 |
| 3375 | 50226 | 2016 | Nonresidential COS | Mixed Use Property | GREATER DUWAMISH | 47.53939 | -122.29536 | 1938 | 1.0 | 1 | 18258 | 0 | 18258 | NaN | NaN | 63.099998 | 115.800003 | 1.152896e+06 | 0.0 | 126774.3984 | 7203.419922 | False | 41.27 | 2.26 |